Edge Insights #14 - Nota AI?'s Technological Innovation: Driving Global Impact

Edge Insights #14 - Nota AI?'s Technological Innovation: Driving Global Impact

Highlights

??Strengthening Industry Leadership with Major Awards

??NetsPresso? Update: Faster LLaMA Inference

??On-Device Generative AI: Global Stage Showcases

??Key Insights from Exhibitions: Your Questions Answered


Strengthening Industry Leadership with Major Awards

Nota AI’s CEO, Myungsu Chae, receiving awards at the 8th Korea Digital Future Innovation Award (left) and the 2024 Korea Promising AI Startups (right).

Nota AI achieved another big milestone in October, with recognition for our business success.

Seoul Mayor's Award - 8th Korea Digital Future Innovation Award

NetsPresso? was a key driver behind this award, recognized for its industry-leading AI optimization capabilities. By making on-device and generative AI more accessible and efficient across sectors, NetsPresso? continues to lead innovation in AI technology.

2024 Korea Promising AI Startups Selection

We are honored to be selected as one of the top 20 promising AI startups. Following our recognition in the ‘AI Startup 100’ awards in both 2021 and 2022, this third recognition highlights our growing influence in the industry.

??Discover Nota AI's Ever-Growing Milestones


NetsPresso? Update: Faster LLaMA Inference

A demo showcasing the newly released shortened LLaMA Inference

Say hello to Shortened LLaMA Inference, a powerful new feature in NetsPresso?! Leveraging advanced shortened LLM technology, this feature lets you engage with a lightweight model via chatbot. Our cutting-edge depth pruning techniques have significantly reduced inference costs while delivering exceptional speed and efficiency, making it ideal for memory-constrained devices.

What makes it so special?

  • Faster Inference: speeds up LLM by removing unnecessary transformer blocks
  • Memory Efficient: optimized for devices with limited memory, ideal for on-device use
  • High Accuracy: delivers fast results without sacrificing accuracy

??Experience the power of Shortened LLaMA Inference!

??Curious about the research behind this feature?


On-Device Generative AI: Global Stage Showcases

Clockwise from top left: ECCV 2024, DINNO 2024, KES 2024, and ENS 2024

2024 European Conference on Computer Vision (ECCV 2024) | September 29 - October 4 @MiCo, Milano

In August, we announced that two papers were accepted to ECCV2024!?Building on this achievement, Nota AI proudly participated in the conference. Our researchers, KyungHwan Shim, Jaewoong Yun, and Thibault Castells, shared the results of their work, engaging with global experts and further solidifying our technological excellence.

?? Read our previous post to explore the papers

Digital Innovation Festa 2024 (DINNO 2024) | October 10 - October 12 @Coex, Seoul

As a proud recipient of the Seoul Mayor's Award at the Korea Digital Innovation Festa, Nota AI showcased its VLM-based AI Reporting Assistant Solution. We emphasized how the solution, built on advanced AI optimization, enhances safety and operational efficiency across industries.

Expand North Star 2024 (ENS 2024) | October 13 - October 16 @Dubai Harbour, Dubai

Nota AI participated in ENS 2024 to expand into the Middle Eastern market and build global partnerships. Our CEO, Myungsu Chae presented our innovative ITS solution powered by Generative AI to the Abu Dhabi Chamber of Commerce and Industry, while Sangho Lee advanced to the semi-finals of the Supernova Challenge, further boosting Nota AI's global presence.

Korea Electronics Show 2024 (KES 2024) | October 22 - October 25 @Coex, Seoul

Selected for the Digital Innovation Hall by the Korea Electronics Association (KEA), Nota AI showcased its VLM-based AI Reporting Assistant Solution at KES 2024. This event provided an excellent opportunity to demonstrate our innovative technology to industry leaders in the electronics and IT sectors.



Key Insights from Exhibitions: Your Questions Answered

Throughout October, Nota AI participated in several major exhibitions. During these events, we received many questions related to industry trends and market needs. Here are the key insights we gained from our onsite interactions.:

Can Nota AI’s solutions be used on mobile devices?

Yes! One of the greatest advantages of Nota AI's technology is its compatibility with a wide range of hardware. This allows high-performance AI models to operate on low-spec, less functional devices. At?MWC 2024, the world's largest mobile expo, we successfully demonstrated the fastest on-device image generation using Stable Diffusion on the Galaxy S24, in collaboration with Samsung Electronics.

Isn’t it challenging to keep on-device AI models updated with new data?

Not with?Generative AI! Traditional on-device AI often struggled to adapt to new challenges, requiring considerable time and resources for continuous data collection and retraining. However, with the advanced problem-solving capabilities of Generative AI, on-device systems can now effectively handle new situations—even those without existing training data—by utilizing inference to resolve issues efficiently.

Is your VLM-based ITS solution ready for commercialization?

Yes, our VLM-based ITS solution is indeed ready for commercialization. We have successfully implemented it with local government CCTV systems, enhancing public safety through real-time monitoring. Our products are currently in use in cities such as Daejeon, Jeju, and Pangyo, etc. For example, in Daejeon, our technology is integrated into cameras installed at over 800 channels (about 200 intersections), significantly improving traffic management and safety.

??Got more questions? Contact us!


?? Learn more about Nota AI?: https://notaaisaleskit.oopy.io/

?? Subscribe to Edge Insights: https://bit.ly/44XuDKX


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